Tim Salzmann
6 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(4)
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(3)
Analysis
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core AI
(2)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
probabilistic modeling
(2)
manifold learning
(1)
pose estimation
(1)
density estimation
(1)
object detection
(1)
attention mechanism
(1)
multimodal learning
(1)
transformer
(1)
human pose estimation
(1)
deep learning
(1)
numerical optimization
(1)
optimal control
(1)
object segmentation
(1)
normalizing flow
(1)
surrogate model
(1)
foundation model
(1)
neural radiance field
(1)
real-time inference
(1)
hardware acceleration
(1)
open vocabulary
(1)
Papers
3D-Object Perception Transformer (3PT)
CVPR 2026
Learning for CasADi: Data-driven Models in Numerical Optimization
L4DC 2024
Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling
CVPR 2024
Scene-Graph ViT: End-to-End Open-Vocabulary Visual Relationship Detection
ECCV 2024
Motron: Multimodal Probabilistic Human Motion Forecasting
CVPR 2022
Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data
ECCV 2020